AI RESEARCH
Position: Uncertainty Quantification in LLMs is Just Unsupervised Clustering
arXiv CS.AI
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ArXi:2605.19220v1 Announce Type: cross Uncertainty Quantification (UQ) is widely regarded as the primary safeguard for deploying Large Language Models (LLMs) in high-stakes domains. However, we argue that the field suffers from a category